huggingface/transformers · Security

Transformers Deserialization of Untrusted Data vulnerability

GHSA ID
GHSA-37q5-v5qm-c9v8
CVE ID
CVE-2024-3568
Severity
low
Published
Updated
CVSS
3.4 · CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L
CVSS v3
3.4 · CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L

Description

The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the load_repo_checkpoint() function of the TFPreTrainedModel() class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of pickle.load() on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine.

CWEs

References